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<title>Compute Library: IFunction Class Reference</title>
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<a href="#pub-methods">Public Member Functions</a>  </div>
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<div class="title">IFunction Class Reference<span class="mlabels"><span class="mlabel">abstract</span></span></div>  </div>
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<p>Base class for all functions.  
 <a href="classarm__compute_1_1_i_function.xhtml#details">More...</a></p>

<p><code>#include &lt;<a class="el" href="_i_function_8h_source.xhtml">IFunction.h</a>&gt;</code></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
Public Member Functions</h2></td></tr>
<tr class="memitem:a18954417d3124a8095783ea13dc6d00b"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#a18954417d3124a8095783ea13dc6d00b">run</a> ()=0</td></tr>
<tr class="memdesc:a18954417d3124a8095783ea13dc6d00b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Run the kernels contained in the function.  <a href="#a18954417d3124a8095783ea13dc6d00b">More...</a><br /></td></tr>
<tr class="separator:a18954417d3124a8095783ea13dc6d00b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">~IFunction</a> ()=default</td></tr>
<tr class="memdesc:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><td class="mdescLeft">&#160;</td><td class="mdescRight">Destructor.  <a href="#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">More...</a><br /></td></tr>
<tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Base class for all functions. </p>

<p>Definition at line <a class="el" href="_i_function_8h_source.xhtml#l00030">30</a> of file <a class="el" href="_i_function_8h_source.xhtml">IFunction.h</a>.</p>
</div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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          <td class="memname">virtual ~<a class="el" href="classarm__compute_1_1_i_function.xhtml">IFunction</a> </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td></td>
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  <td class="mlabels-right">
<span class="mlabels"><span class="mlabel">virtual</span><span class="mlabel">default</span></span>  </td>
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<p>Destructor. </p>

</div>
</div>
<h2 class="groupheader">Member Function Documentation</h2>
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          <td class="memname">virtual void run </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td></td>
        </tr>
      </table>
  </td>
  <td class="mlabels-right">
<span class="mlabels"><span class="mlabel">pure virtual</span></span>  </td>
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<p>Run the kernels contained in the function. </p>
<p>For NEON kernels:</p><ul>
<li>Multi-threading is used for the kernels which are parallelisable.</li>
<li>By default std::thread::hardware_concurrency() threads are used.</li>
</ul>
<dl class="section note"><dt>Note</dt><dd><a class="el" href="classarm__compute_1_1_c_p_p_scheduler.xhtml#ae64eebaa07f4d2da6cc2ba538c3cb095">CPPScheduler::set_num_threads()</a> can be used to manually set the number of threads</dd></dl>
<p>For OpenCL kernels:</p><ul>
<li>All the kernels are enqueued on the queue associated with <a class="el" href="classarm__compute_1_1_c_l_scheduler.xhtml" title="Provides global access to a CL context and command queue. ">CLScheduler</a>.</li>
<li>The queue is then flushed.</li>
</ul>
<dl class="section note"><dt>Note</dt><dd>The function will not block until the kernels are executed. It is the user's responsibility to wait. </dd></dl>

<p>Implemented in <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGEMMConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMMConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_gaussian_pyramid_orb.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGaussianPyramidOrb</a>, <a class="el" href="classarm__compute_1_1_c_l_gaussian_pyramid_orb.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGaussianPyramidOrb</a>, <a class="el" href="classarm__compute_1_1_n_e_depthwise_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDepthwiseConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_g_c_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_fully_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_deconvolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDeconvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_deconvolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDeconvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_optical_flow.xhtml#ad1717410afd0be936c6213a63c8005fb">CLOpticalFlow</a>, <a class="el" href="classarm__compute_1_1_n_e_direct_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDirectConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGEMM</a>, <a class="el" href="classarm__compute_1_1_n_e_gaussian_pyramid_half.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGaussianPyramidHalf</a>, <a class="el" href="classarm__compute_1_1_c_l_gaussian_pyramid_half.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGaussianPyramidHalf</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_square.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionSquare&lt; matrix_size &gt;</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_multi_detection.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGMultiDetection</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_square.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionSquare&lt; matrix_size &gt;</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m_lowp_matrix_multiply_core.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMMLowpMatrixMultiplyCore</a>, <a class="el" href="classarm__compute_1_1_n_e_h_o_g_multi_detection.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHOGMultiDetection</a>, <a class="el" href="classarm__compute_1_1_c_l_harris_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHarrisCorners</a>, <a class="el" href="classarm__compute_1_1_n_e_batch_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEBatchNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_harris_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHarrisCorners</a>, <a class="el" href="classarm__compute_1_1_c_l_batch_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLBatchNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_g_e_m_m_lowp_matrix_multiply_core.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGEMMLowpMatrixMultiplyCore</a>, <a class="el" href="classarm__compute_1_1_c_l_laplacian_reconstruct.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLaplacianReconstruct</a>, <a class="el" href="classarm__compute_1_1_n_e_canny_edge.xhtml#ad1717410afd0be936c6213a63c8005fb">NECannyEdge</a>, <a class="el" href="classarm__compute_1_1_n_e_laplacian_reconstruct.xhtml#ad1717410afd0be936c6213a63c8005fb">NELaplacianReconstruct</a>, <a class="el" href="classarm__compute_1_1_n_e_optical_flow.xhtml#ad1717410afd0be936c6213a63c8005fb">NEOpticalFlow</a>, <a class="el" href="classarm__compute_1_1_n_e_convolution_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">NEConvolutionLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_g_c_fully_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCFullyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_deconvolution_layer_upsample.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDeconvolutionLayerUpsample</a>, <a class="el" href="classarm__compute_1_1_c_l_convolution_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">CLConvolutionLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_c_l_fast_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">CLFastCorners</a>, <a class="el" href="classarm__compute_1_1_n_e_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NENormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_direct_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDirectConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_laplacian_pyramid.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLaplacianPyramid</a>, <a class="el" href="classarm__compute_1_1_g_c_g_e_m_m.xhtml#ad1717410afd0be936c6213a63c8005fb">GCGEMM</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMM</a>, <a class="el" href="classarm__compute_1_1_n_e_laplacian_pyramid.xhtml#ad1717410afd0be936c6213a63c8005fb">NELaplacianPyramid</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_separable_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseSeparableConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_depthwise_separable_convolution_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDepthwiseSeparableConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_fully_connected_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFullyConnectedLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_n_e_softmax_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NESoftmaxLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_min_max_location.xhtml#ad1717410afd0be936c6213a63c8005fb">CLMinMaxLocation</a>, <a class="el" href="classarm__compute_1_1_c_l_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_softmax_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSoftmaxLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_fast_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFastCorners</a>, <a class="el" href="classarm__compute_1_1_c_l_canny_edge.xhtml#a108972ffc2f5536ceee15428b2b130ad">CLCannyEdge</a>, <a class="el" href="classarm__compute_1_1_c_l_locally_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLLocallyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_locally_connected_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NELocallyConnectedLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_detector.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGDetector</a>, <a class="el" href="classarm__compute_1_1_g_c_direct_convolution_layer.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">GCDirectConvolutionLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_pooling_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEPoolingLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_depthwise_convolution_layer3x3.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDepthwiseConvolutionLayer3x3</a>, <a class="el" href="classarm__compute_1_1_n_e_sobel5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">NESobel5x5</a>, <a class="el" href="classarm__compute_1_1_n_e_sobel7x7.xhtml#ad1717410afd0be936c6213a63c8005fb">NESobel7x7</a>, <a class="el" href="classarm__compute_1_1_n_e_winograd_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEWinogradLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_sobel5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSobel5x5</a>, <a class="el" href="classarm__compute_1_1_c_l_sobel7x7.xhtml#ad1717410afd0be936c6213a63c8005fb">CLSobel7x7</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_gradient.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGGradient</a>, <a class="el" href="classarm__compute_1_1_g_c_pooling_layer.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">GCPoolingLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_depthwise_convolution_layer3x3.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthwiseConvolutionLayer3x3</a>, <a class="el" href="classarm__compute_1_1_g_c_convolution_layer_reshape_weights.xhtml#ad1717410afd0be936c6213a63c8005fb">GCConvolutionLayerReshapeWeights</a>, <a class="el" href="classarm__compute_1_1_n_e_gaussian5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGaussian5x5</a>, <a class="el" href="classarm__compute_1_1_n_e_h_o_g_gradient.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHOGGradient</a>, <a class="el" href="classarm__compute_1_1_c_l_gaussian5x5.xhtml#ad1717410afd0be936c6213a63c8005fb">CLGaussian5x5</a>, <a class="el" href="classarm__compute_1_1_c_l_h_o_g_descriptor.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHOGDescriptor</a>, <a class="el" href="classarm__compute_1_1_n_e_min_max_location.xhtml#ad1717410afd0be936c6213a63c8005fb">NEMinMaxLocation</a>, <a class="el" href="classarm__compute_1_1_g_c_batch_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCBatchNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_derivative.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDerivative</a>, <a class="el" href="classarm__compute_1_1_n_e_equalize_histogram.xhtml#ad1717410afd0be936c6213a63c8005fb">NEEqualizeHistogram</a>, <a class="el" href="classarm__compute_1_1_n_e_h_o_g_descriptor.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHOGDescriptor</a>, <a class="el" href="classarm__compute_1_1_c_l_dequantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDequantizationLayer</a>, <a class="el" href="classarm__compute_1_1_g_c_normalization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCNormalizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_r_o_i_pooling_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEROIPoolingLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_depth_concatenate_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLDepthConcatenateLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_histogram.xhtml#ad1717410afd0be936c6213a63c8005fb">CLHistogram</a>, <a class="el" href="classarm__compute_1_1_c_l_reduction_operation.xhtml#ad1717410afd0be936c6213a63c8005fb">CLReductionOperation</a>, <a class="el" href="classarm__compute_1_1_n_e_l2_normalize_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEL2NormalizeLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_scale.xhtml#ad1717410afd0be936c6213a63c8005fb">NEScale</a>, <a class="el" href="classarm__compute_1_1_c_l_l2_normalize_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLL2NormalizeLayer</a>, <a class="el" href="classarm__compute_1_1_g_c_depthwise_convolution_layer3x3.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">GCDepthwiseConvolutionLayer3x3</a>, <a class="el" href="classarm__compute_1_1_n_e_quantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEQuantizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_equalize_histogram.xhtml#ad1717410afd0be936c6213a63c8005fb">CLEqualizeHistogram</a>, <a class="el" href="classarm__compute_1_1_g_c_depth_concatenate_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCDepthConcatenateLayer</a>, <a class="el" href="classarm__compute_1_1_g_c_softmax_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCSoftmaxLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_dequantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDequantizationLayer</a>, <a class="el" href="classarm__compute_1_1_c_l_quantization_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">CLQuantizationLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_depth_concatenate_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">NEDepthConcatenateLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_reduction_operation.xhtml#ad1717410afd0be936c6213a63c8005fb">NEReductionOperation</a>, <a class="el" href="classarm__compute_1_1graph_1_1_c_l_map.xhtml#ad1717410afd0be936c6213a63c8005fb">CLMap</a>, <a class="el" href="classarm__compute_1_1_g_c_normalize_planar_y_u_v_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCNormalizePlanarYUVLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_g_e_m_m_lowp_assembly_matrix_multiply_core.xhtml#ad1717410afd0be936c6213a63c8005fb">NEGEMMLowpAssemblyMatrixMultiplyCore</a>, <a class="el" href="classarm__compute_1_1graph_1_1_c_l_unmap.xhtml#ad1717410afd0be936c6213a63c8005fb">CLUnmap</a>, <a class="el" href="classarm__compute_1_1_g_c_dropout_layer.xhtml#ad1717410afd0be936c6213a63c8005fb">GCDropoutLayer</a>, <a class="el" href="classarm__compute_1_1_n_e_mean_std_dev.xhtml#ad1717410afd0be936c6213a63c8005fb">NEMeanStdDev</a>, <a class="el" href="classarm__compute_1_1_c_l_integral_image.xhtml#ad1717410afd0be936c6213a63c8005fb">CLIntegralImage</a>, <a class="el" href="classarm__compute_1_1_n_e_fill_border.xhtml#ad1717410afd0be936c6213a63c8005fb">NEFillBorder</a>, <a class="el" href="classarm__compute_1_1_n_e_histogram.xhtml#ad1717410afd0be936c6213a63c8005fb">NEHistogram</a>, <a class="el" href="classarm__compute_1_1_c_l_mean_std_dev.xhtml#ad1717410afd0be936c6213a63c8005fb">CLMeanStdDev</a>, <a class="el" href="classarm__compute_1_1_i_c_l_simple_function.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">ICLSimpleFunction</a>, <a class="el" href="classarm__compute_1_1_i_g_c_simple_function.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">IGCSimpleFunction</a>, <a class="el" href="classarm__compute_1_1_i_n_e_simple_function.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">INESimpleFunction</a>, and <a class="el" href="classarm__compute_1_1_i_c_p_p_simple_function.xhtml#ab5fd6e96c07aaaed2747c7e16ed5951e">ICPPSimpleFunction</a>.</p>

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<hr/>The documentation for this class was generated from the following file:<ul>
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